A implemetation of the LRCN in mxnet

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Deep LearningLRCN-for-Activity-Recognition
Overview

A implemetation of the LRCN in mxnet

##Abstract LRCN is a combination of CNN and RNN

##Installation

  1. Download UCF101 dataset
  2. ./avi2jpg.sh to split the video of UCF101
  3. Download the pretrained model of vgg16
  4. python cnn_predict.py to get the pretrained data
  5. python train_ucf101.py

##Reference Donahue, J., Hendricks, L. A., Guadarrama, S., Rohrbach, M., Venugopalan, S., Saenko, K., & Darrell, T. (2014). Long-term recurrent convolutional networks for visual recognition and description. arXiv preprint arXiv:1411.4389.Chicago

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